Dataset Description:
The "Restaurant Tips Dataset" provides a detailed look into tipping behavior in a restaurant setting. Collected over a significant period, this dataset includes various factors that could influence the tip amount given by customers. Each entry in the dataset represents an individual transaction and captures the following information:
Features Description:
Variable Name |
Description |
total_bill |
Total bill amount in dollars |
tip |
Tip amount in dollars |
sex |
Gender of the person paying the bill (Male/Female) |
smoker |
Whether the person is a smoker (Yes/No) |
day |
Day of the week when the transaction took place (Thur/Fri/Sat/Sun) |
time |
Time of day when the transaction took place (Lunch/Dinner) |
size |
Size of the dining party (number of people) |